8 Best Data Structures & Algorithms Course & Certification [2019]

30+ Experts have compiled this list of Best Data Structures and Algorithms Course, Tutorial, Training, Class, and Certification available online for 2019. It includes both paid and free resources to help you learn Data Structures and Algorithms. These courses are suitable for beginners, intermediate learners as well as experts.

Are you one of those people who are great at problem-solving and have the urge to chalk out every solution step by step? Then this certification will check all the boxes. Created by UC San Diego and National Research University, it is safe to say that this course exceeds expectations. The specialization is divided into 6 sections, commencing from the standard algorithms and gradually moving towards more advanced and real-life algorithmic problems. Instead of regular assignments, this program has about 100 uniquely designed coding problems. Another highlight of these series of lectures is that along with the assignments there are not only one but two very intriguing real-world projects. With so many stellar features this course is an evident crowd favourite.

Key USPs –

– Well structured course with a detailed focus on each section.

– Rigorous training and assignments help the student to understand the core of every concept.

– Opportunity to take on two projects based on real-world problems named Big Networks and Genome Assembly.

– Taught by professors of some of the most innovative and research-oriented universities in the world.

– This certification has 6 courses in total including the project work.

Did you always think that Computer Scientists are pretty cool and it must be nice to become one? Then this algorithms course will help you to get started with the basics. This specialization is created by Stanford and is aimed at beginners with some programming experience. The highlight of this program is that instead of jumping over to low-level mathematical details, it emphasises the conceptual understanding of the subject. This certification consists of 4 courses in total and covers all the famous standard algorithmic topics.

Key USPs-

– Knowledge of one programming language and data structures is required.

– Easy interactive lectures that make the learning a fun experience.

– Doesn’t go into complicated mathematics.

– The initial courses help to get familiar with the common concepts and terms so that students can get a clear view of the concepts.

Coding interviews can be quite the bone-chilling affair and more so if you are not prepared for it. This course created by Stephen Grider, an Engineering Architect will make sure that you ace your next coding interview by mastering every important data structures and algorithms concept. Complete with glowing reviews this program has over 20,000 students. The algorithmic problems in these tutorials are solved using JavaScript. Another topic that is thoroughly covered in the lectures is tackling the data structures used in web development. There are tons of questions and tricks that will help you to prepare for your upcoming interviews.

Designed by UC San Diego and Higher School of Economics, this program will teach you Discrete Mathematics techniques and ideas that are used in interactive puzzles. It is useful for all those who are financial analysts, security analysts, data scientists, and software engineers. To join this class, there is no experience required. This tutorial includes the basic notions and results such as number theory, probability, graphs, and combinatorics which are universally needed. By the end of the course, you will learn about most important tools that are used in Discrete Mathematics.

Key USPs:

– Start your career in IT industry by making strong foundation in Discrete Mathematics

This MicroMasters program is designed to teach you the various algorithmic techniques to solve computational challenges through implementing coding problems in your chosen programming language. Develop algorithms, implement them and test its correctness using an array of test cases. The introductory lectures help you to strengthen your fundamentals and concepts. There is a heavy emphasis on practical assignments to help you get fluent with coding, debugging your programs and developing efficient algorithms.

Key USPs-

– Cover the essential algorithmic techniques and apply them to solve real-world problems.

– Implement programs that can be processed in less than one second even on huge datasets.

– Learn to debug your code without your code without being aware of the input where the tests fail.

– The instructors provide tips and tricks to help you adopt best coding practices.

– Work on thousands of challenges along the duration of the program to practice your coding and logic development skills.

– The training is divided into 8 sections along with quizzes to measure your grasp on the topics.

– Formulate robust and scalable solutions to real-life problems.

– Analyze the running time and prove the correctness of the rigorous algorithms.

You will agree that in today’s fast-paced and digital world, data equals power. This course is designed to teach you to wield that power by learning how to organise data and implement them in real life scenarios. This is an introductory level certification created by The University of Adelaide. The only pre-requisite required for this tutorial is the basic programming concepts. The initial lectures cover the fundamentals of creating data structures. The program covers the most useful data structures in modern programming and has interactive exercises pertaining to them. The aim of these tutorials is to be able to write great programs to solve complex problems. To enrol, knowledge of basic programming concepts is mandatory.

If you are a beginner at the subject of algorithms and are more of a hands-on learner then this tutorial may be a good place to get started. Created by IIT Bombay and taught by some of the most renowned professors of Department of Computer Science, this program promises to be the ultimate online course for algorithms. Some of the topics taught include sorting and searching, string algorithms. The lectures are divided into 5 parts and they cover all the important algorithms. The interesting thing about this program is that it explores how algorithms armed with data structures can solve real-life problems as well as design systems at scale.

Key USPs-

– Pre-requisites for the course: the clear concept of data structures and its implementations.

– This course will help you to learn different techniques using which data structures and algorithms can solve real-life problems.

– Real world cases are considered to come up with optimal solutions.

– The instructors are world-renowned experts in the field of Computer Science.

– The course requires an effort of 6 to 8 hours per week.

– The lectures are available for free and the certification can be availed for $49 USD.

Have you completed some introductory courses in C# and are thinking where to go next? Then this online edX course is something that you might want to consider. Designed by the tech giant Microsoft, this certification aims to provide a solid foundation in the topics of data structures and algorithms using C#. Clarifying the logic is of the core importance in this specialization so that later on in the tutorials you can implement your own algorithms. The topics of these lectures are some of the most standard algorithms used nowadays. Another good thing is that these algorithms come under some of the most frequently asked interview questions for programming job profiles.

So that was our take on best data structures & algorithms courses, tutorials, classes, training programs and certifications available online. Hope it helped you find a relevant one for you 🙂 Wish you the best in your learning journey, and do have a look around to find more relevant courses suiting your interests.

Sponsored

About

At Digital Defynd, we help you find the best courses, certifications and tutorials online. Hundreds of experts come together to handpick these recommendations based on decades of collective experience. So far we have served 225,000+ satisfied users and counting.